It's easy for me to imagine that if we brake the front wheel then there is a chance that I'll flip.
On the other hand if I brake the back wheel, there is no way it'll happen no matter how fast I brake.
But whether I brake the front wheel or back wheel, the force I've added is a backward force at the bottom of the wheel.
So why the different outcome?